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【Hackathon 8th No.23】RFC:Improved Training of Wasserstein GANs 论文复现 #1108
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【Hackathon 8th No.23】RFC:Improved Training of Wasserstein GANs 论文复现 #1108
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lijialin03
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Apr 7, 2025
lijialin03
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Apr 9, 2025
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PaddleScience/ | ||
├── ppsci/ | ||
│ ├── utils/ | ||
│ │ ├── __init__.py | ||
│ │ ├── losses.py # 损失函数 | ||
│ │ ├── metrics.py # 评估指标 | ||
│ │ └── visualization.py # 可视化工具 | ||
│ └── ... | ||
└── examples/ | ||
└── wgan_gp/ | ||
├── __init__.py | ||
├── models/ | ||
│ ├── __init__.py | ||
│ ├── base_gan.py # GAN 基类 | ||
│ ├── wgan.py # WGAN 实现 | ||
│ └── wgan_gp.py # WGAN-GP 实现 | ||
└── cases/ | ||
├── wgan_gp_toy.py # 玩具数据集示例 | ||
├── wgan_gp_mnist.py # MNIST 示例 | ||
└── wgan_gp_cifar.py # CIFAR-10 示例 |
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Suggested change
PaddleScience/ | |
├── ppsci/ | |
│ ├── utils/ | |
│ │ ├── __init__.py | |
│ │ ├── losses.py # 损失函数 | |
│ │ ├── metrics.py # 评估指标 | |
│ │ └── visualization.py # 可视化工具 | |
│ └── ... | |
└── examples/ | |
└── wgan_gp/ | |
├── __init__.py | |
├── models/ | |
│ ├── __init__.py | |
│ ├── base_gan.py # GAN 基类 | |
│ ├── wgan.py # WGAN 实现 | |
│ └── wgan_gp.py # WGAN-GP 实现 | |
└── cases/ | |
├── wgan_gp_toy.py # 玩具数据集示例 | |
├── wgan_gp_mnist.py # MNIST 示例 | |
└── wgan_gp_cifar.py # CIFAR-10 示例 | |
PaddleScience/ | |
└── examples/ | |
└── wgan_gp/ | |
├── __init__.py | |
├── utils/ | |
│ ├── __init__.py | |
│ ├── losses.py # 损失函数 | |
│ ├── metrics.py # 评估指标 | |
│ └── visualization.py # 可视化工具 | |
├── models/ | |
│ ├── __init__.py | |
│ ├── base_gan.py # GAN 基类 | |
│ ├── wgan.py # WGAN 实现 | |
│ └── wgan_gp.py # WGAN-GP 实现 | |
└── cases/ | |
├── wgan_gp_toy.py # 玩具数据集示例 | |
├── wgan_gp_mnist.py # MNIST 示例 | |
└── wgan_gp_cifar.py # CIFAR-10 示例 |
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如果要向ppsci下添加代码,需要遵守当前ppsci库中代码的格式,所以所有代码都放在examples的当前案例下即可。同时ppsci下已经存在一些loss等现成的代码,实现时如果需要,可以考虑是否可以直接使用。
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